A housing authority wants GenAI case-note assist that must meet existing casework SLAs and audit rules. What should drive the solution design?
Select an answer to reveal the explanation.
Short Explanation
Case notes aren't a toy demo—they're work that has to finish on time and leave a paper trail. Design the GenAI assist around the housing authority's SLAs and audit rules first, then layer on helpful drafting. Flashy chat features that blow the SLA miss the point.
Full Explanation
Housing-authority GenAI case-note assist must be designed against business constraints—casework SLAs and audit rules—rather than unconstrained chatbot demos. Professional solution design starts from how caseworkers actually finish work: response time budgets, required logging, retention, and the ability to reconstruct who saw what draft when. Features that improve drafting quality are valuable only if they still meet those constraints. Framing design around SLA and auditability keeps GenAI inside existing civic casework systems instead of creating a parallel novelty channel that operations cannot defend in an audit.
Maximizing chat novelty even when response times miss casework SLAs optimizes for demo appeal and fails the operational definition of done. Disabling all logging so the assistant “feels faster” removes the audit trail housing programs typically require and trades a small latency gain for compliance failure. Ignoring audit rules until after a citywide launch proves popular with residents sequences risk backwards: popularity does not waive records and privacy obligations once the assistant is embedded in case notes.
Exam caveat: GenAI design questions often hinge on non-functional requirements (latency, security, auditability) outranking feature richness. Prefer constraint-driven architecture over unconstrained prototyping for regulated civic workloads.
Operational check: capture SLA targets and audit logging requirements in the design doc, measure assist latency under load with logging enabled, and verify auditors can reconstruct case-note assist events before any wider housing-authority rollout.